Udemy

Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps

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  • 20,421 Students
  • Updated 4/2025
4.4
(2,351 Ratings)
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Course Information

Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
12 Hour(s) 5 Minute(s)
Language
English
Taught by
Tim Buchalka's Learn Programming Academy, Faisal Memon (EmbarkX)
Rating
4.4
(2,351 Ratings)
3 views

Course Overview

Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps

Learn Python coding with RESTful API's using the Flask framework. Understand how to use MongoDB, Docker and Tensor flow.

So you know a bit of Python and want to learn about RESTful API's and other cool technologies like Flask, Docker, MongoDB to name just a few?

Or maybe you just want to add web development Python skills to your resume.

Whatever the reason is, you have landed on the right page if you have an interest in taking your Python skills to the next level.

Why use Python for web development?

Coding in Python is simple, and a student with no prior knowledge can easily understand a line of code and its use - this means with only the basics, you can comfortably write a complete program.

Python has a great number of frameworks and tools to get you up and going fast with web development.  

It's a great match - a powerful language with a great range of tools that you can put to use quickly.

Why choose this course?

  • You will be able to learn and understand how to design and implement RESTful API’s via the Flask framework.

  • Ever wanted to know what a NoSQL database is, and how to use one?  You'll learn how to do that as well, using Python.

  • And what is Docker, and what does it mean to "dockerize" your apps?  Yep, you guessed it, you will learn that as well in this course.  

  • You'll even learn how to build a machine learning API using TensorFlow for image recognition.

  • Another hot topic is DevOps, and you will learn about that and go through the process of deploying a RESTful API on an Amazon EC2 instance.

  • In short, this course is designed to take your basic Python skills and take you to the next level in the shortest period of time.

What topics are covered in this course?

Understanding the Basics of the Python Flask Framework

Understanding and Implementing a  REST API

Docker

MongoDB

Project: Database as a Service Restful API

Project: Building a Restful API for similarity check using Natural Language Processing

Project: Building an Image Recognition Restful API using Tensorflow and Deep Learning

Project: Building a Restful API to Handle Bank Transactions

Deploying Restful API into an AWS EC2 Instance

You'll come away with a firm understanding of how all the pieces work individually, and more importantly how they fit together.

This really is an all in one course to get you up to speed with these topics, fast.

Check permission.


This course requires you to download and use the software listed below. If you are a Udemy Business user, please check with your employer before downloading software.

Atom
Docker

Docker compose

Flask

Flask-restful

MongoDB
Postman

Ubuntu

vFlask

VirtualBox


What skills do you need?

The ideal student would be someone with a basic knowledge of Python who is eager to improve their skills.  That's it!

Ready to start?

If you're ready to start the course, then click the enroll button to get started. We look forward to seeing you on the inside.o

Course Content

  • 10 section(s)
  • 57 lecture(s)
  • Section 1 Understanding the Basics of the Python Flask Framework and its Workflow
  • Section 2 Understanding and Implementing a Simple REST API
  • Section 3 Docker
  • Section 4 MongoDB
  • Section 5 Project: Database as a Service Restful API
  • Section 6 Project: Building a Restful API for Similarity Check using Natural Language Proc
  • Section 7 Project: Building an Image Recognition Restful API using Tensorflow and Deeplear
  • Section 8 Project: Building a Restful API to handle Bank Transactions
  • Section 9 Deploying Restful API into AWS EC2 Instance
  • Section 10 [ARCHIVED]: Project: Building an Image Recognition Restful API using Tensorflow

What You’ll Learn

  • Have a deeper knowledge and understanding of core elements of web development using Python
  • Understand and be able to use the flask framework
  • Plan, build, setup and deploy a RESTful API to an Amazon EC2 instance
  • Make use of a NoSQL (MongoDB) Database
  • Build a machine-learning API using Tensorflow for image recognition

Reviews

  • A
    Amitendra Singh
    4.5

    it was nice and easy experience, code was beginner level in transaction is would have been good if the DB transactions concept have been explained with practical example

  • B
    Bharathwaj Thirumalai Ananthanpillai
    4.5

    It was a wonderful course as I had an opportunity to learn the ways to encrypt the information that are confidential i.e password and also learned the concepts of Json and Flask-restful api library. Thank you for this course

  • A
    Alfred Noble
    5.0

    It is good

  • N
    Navneet Purohit
    5.0

    Good and knowledgeable course

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